313
Views
6
CrossRef citations to date
0
Altmetric
Original Articles

An approach for service composition optimisation considering service correlation via a parallel max–min ant system based on the case library

ORCID Icon, , , &
Pages 1174-1188 | Received 26 Feb 2018, Accepted 23 Sep 2018, Published online: 04 Oct 2018

References

  • Cao, Y., S. Wang, L. Kang, C. Li, and L. Guo. 2015. “Study on Machining Service Modes and Resource Selection Strategies in Cloud Manufacturing.” The International Journal of Advanced Manufacturing Technology 81 (1–4): 597–613. doi:10.1007/s00170-015-7222-z.
  • Dai, Y., L. Yang, B. Zhang, and Y. Gao. 2006. “QoS for Composite Web Services and Optimizing.” Chinese Journal of Computers 29 (7): 1167–1178.
  • Dorigo, M., and L. M. Gambardella. 1997. “Ant Colony System: A Cooperative Learning Approach to the Traveling Salesman Problem.” IEEE Transactions on Evolutionary Computation 1 (1): 53–66. doi:10.1109/4235.585892.
  • Guo, H., F. Tao, L. Zhang, S. Su, and N. Si. 2010. “Correlation-Aware Web Services Composition and QoS Computation Model in Virtual Enterprise.” The International Journal of Advanced Manufacturing Technology 51 (5–8): 817–827. doi:10.1007/s00170-010-2648-9.
  • Jin, H., X. Yao, and Y. Chen. 2017. “Correlation-Aware QoS Modeling and Manufacturing Cloud Service Composition.” Journal of Intelligent Manufacturing 28 (8): 1947–1960. doi:10.1007/s10845-015-1080-2.
  • Li, B. H., L. Zhang, L. Ren, X. D. Chai, F. Tao, Y. L. Luo, Y. Z. Wang, C. Yin, G. Huang, and X. P. Zhao. 2011. “Further Discussion on Cloud Manufacturing.” Computer Integrated Manufacturing Systems 17 (3): 449–457.
  • Li, B. H., L. Zhang, S. L. Wang, F. Tao, J. W. Cao, X. D. Jiang, X. Song, and X. D. Chai. 2010. “Cloud Manufacturing: A New Service-Oriented Networked Manufacturing Model.” Computer Integrated Manufacturing Systems 16 (1): 1–7+16.
  • Li, C., S. Wang, L. Kang, L. Guo, and Y. Cao. 2014. “Trust Evaluation Model of Cloud Manufacturing Service Platform.” The International Journal of Advanced Manufacturing Technology 75 (1–4): 489–501. doi:10.1007/s00170-014-6112-0.
  • Li, J., F. Tao, Y. Cheng, and L. Zhao. 2015. “Big Data in Product Lifecycle Management.” The International Journal of Advanced Manufacturing Technology 81 (1–4): 667–684. doi:10.1007/s00170-015-7151-x.
  • Li, Z., F. Yang, and S. Su. 2009. “Fuzzy Multi-Attribute Decision Making-Based Algorithm for Semantic Web Services Composition.” Journal of Software 20 (3): 583–596. doi:10.3724/SP.J.1001.2009.03341.
  • Liu, C., F. Song, H. Yan, and S. Zhang. 2013a. “Autonomous Learning Path Selection Scheme for Concurrent Multipath Transfer.” Acta Electronica Sinica 41 (7): 1290–1296.
  • Liu, W., B. Liu, D. Sun, Y. Li, and G. Ma. 2013b. “Study on Multi-Task Oriented Services Composition and Optimisation with the ‘Multi-Composition for Each Task’ Pattern in Cloud Manufacturing Systems.” International Journal of Computer Integrated Manufacturing 26 (8): 786–805. doi:10.1080/0951192X.2013.766939.
  • Liu, Y., X. Xu, L. Zhang, and F. Tao. 2016. “An Extensible Model for Multitask-Oriented Service Composition and Scheduling in Cloud Manufacturing.” Journal of Computing and Information Science in Engineering 16 (4): 041009–041009-11. doi:10.1115/1.4034186.
  • Liu, Z. Z., C. Song, D. H. Chu, Z. W. Hou, and W. P. Peng. 2017. “An Approach for Multipath Cloud Manufacturing Services Dynamic Composition.” International Journal of Intelligent Systems 32 (4): 371–393. doi:10.1002/int.21865.
  • Lu, Y., and J. Cecil. 2016. “An Internet of Things (Iot)-Based Collaborative Framework for Advanced Manufacturing.” International Journal of Advanced Manufacturing Technology 84 (5–8): 1141–1152.
  • Mourtzis, D., N. Boli, and S. Fotia. 2017. “Knowledge-Based Estimation of Maintenance Time for Complex Engineered-To-Order Products Based on KPIs Monitoring: A PSS Approach.” Procedia CIRP 63 (1): 236–241. doi:10.1016/j.procir.2017.03.317.
  • Mourtzis, D., and E. Vlachou. 2016. “Cloud-Based Cyber-Physical Systems and Quality of Services.” The TQM Journal 28 (5): 704–733. doi:10.1108/TQM-10-2015-0133.
  • Pallis, G. 2010. “Cloud Computing: The New Frontier of Internet Computing.” IEEE Internet Computing 14 (5): 70–73. doi:10.1109/MIC.2010.113.
  • Ren, L., J. Cui, Y. Wei, Y. LaiLi, and L. Zhang. 2016. “Research on the Impact of Service Provider Cooperative Relationship on Cloud Manufacturing Platform.” The International Journal of Advanced Manufacturing Technology 86 (5–8): 2279–2290. doi:10.1007/s00170-016-8345-6.
  • Sanchez, L. M., and R. Nagi. 2001. “A Review of Agile Manufacturing Systems.” International Journal of Production Research 39 (16): 3561–3600. doi:10.1080/00207540110068790.
  • Smith, M. A., and R. L. Kumar. 2004. “A Theory of Application Service Provider (ASP) Use from A Client Perspective.” Information & Management 41 (8): 977–1002. doi:10.1016/j.im.2003.08.019.
  • Tao, F., Y. Hu, D. Zhao, Z. Zhou, H. Zhang, and Z. Lei. 2009. “Study on Manufacturing Grid Resource Service QoS Modeling and Evaluation.” The International Journal of Advanced Manufacturing Technology 41 (9–10): 1034–1042. doi:10.1007/s00170-008-1534-1.
  • Tao, F., Y. F. Hu, and Z. D. Zhou. 2008. “Study on Manufacturing Grid & Its Resource Service Optimal-Selection System.” The International Journal of Advanced Manufacturing Technology 37 (9–10): 1022–1041. doi:10.1007/s00170-007-1033-9.
  • Tao, F., Y. LaiLi, L. Xu, and L. Zhang. 2013. “FC-PACO-RM: A Parallel Method for Service Composition Optimal-Selection in Cloud Manufacturing System.” IEEE Transactions on Industrial Informatics 9 (4): 2023–2033. doi:10.1109/TII.2012.2232936.
  • Tao, F., L. Zhang, H. Guo, Y. L. Luo, and L. Ren. 2011. “Typical Characteristics of Cloud Manufacturing and Several Key Issues of Cloud Service Composition.” Computer Integrated Manufacturing Systems 17 (3): 477–486.
  • Tao, F., D. Zhao, Y. Hu, and Z. Zhou. 2010. “Correlation-Aware Resource Service Composition and Optimal-Selection in Manufacturing Grid.” European Journal of Operational Research 201 (1): 129–143. doi:10.1016/j.ejor.2009.02.025.
  • Wang, D., Y. Yang, and Z. Mi. 2015. “A Genetic-Based Approach to Web Service Composition in Geo-Distributed Cloud Environment.” Computers & Electrical Engineering 43: 129–141. doi:10.1016/j.compeleceng.2014.10.008.
  • Wang, Z., and X. Xu. 2012. “A Sharing-Oriented Service Selection and Scheduling Approach for the Optimization of Resource Utilization.” Service Oriented Computing and Applications 6 (1): 15–32. doi:10.1007/s11761-011-0096-5.
  • Wang, Z. J., Z. Z. Liu, X. F. Zhou, and Y. S. Luo. 2011. “An Approach for Composite Web Service Selection Based on DGQoS.” The International Journal of Advanced Manufacturing Technology 56 (9–12): 1167–1179. doi:10.1007/s00170-011-3230-9.
  • Xia, X., J. Liu, and Z. Hu. 2014. “An Improved Particle Swarm Optimizer Based on Tabu Detecting and Local Learning Strategy in a Shrunk Search Space.” Applied Soft Computing 23: 76–90. doi:10.1016/j.asoc.2014.06.012.
  • Xiang, F., G. Z. Jiang, L. L. Xu, and N. X. Wang. 2016. “The Case-Library Method for Service Composition and Optimal Selection of Big Manufacturing Data in Cloud Manufacturing System.” The International Journal of Advanced Manufacturing Technology 84 (1–4): 59–70. doi:10.1007/s00170-015-7813-8.
  • Xu, W., S. Tian, Q. Liu, Y. Xie, Z. Zhou, and D. T. Pham. 2016. “An Improved Discrete Bees Algorithm for Correlation-Aware Service Aggregation Optimization in Cloud Manufacturing.” The International Journal of Advanced Manufacturing Technology 84 (1–4): 17–28. doi:10.1007/s00170-015-7738-2.
  • Xu, X. 2012. “From Cloud Computing to Cloud Manufacturing.” Robotics and Computer-Integrated Manufacturing 28 (1): 75–86. doi:10.1016/j.rcim.2011.07.002.
  • Yao, X., and Y. Lin. 2016. “Emerging Manufacturing Paradigm Shifts for the Incoming Industrial Revolution.” The International Journal of Advanced Manufacturing Technology 85 (5–8): 1665–1676. doi:10.1007/s00170-015-8076-0.
  • Zhang, L., Y. Luo, F. Tao, B. H. Li, L. Ren, X. Zhang, H. Guo, Y. Cheng, A. Hu, and Y. Liu. 2014. “Cloud Manufacturing: A New Manufacturing Paradigm.” Enterprise Information Systems 8 (2): 167–187. doi:10.1080/17517575.2012.683812.
  • Zhou, J., and X. Yao. 2017a. “A Hybrid Approach Combining Modified Artificial Bee Colony and Cuckoo Search Algorithms for Multi-Objective Cloud Manufacturing Service Composition.” International Journal of Production Research 55 (16): 4765–4784. doi:10.1080/00207543.2017.1292064.
  • Zhou, J., and X. Yao. 2017b. “A Hybrid Artificial Bee Colony Algorithm for Optimal Selection of QoS-based Cloud Manufacturing Service Composition.” The International Journal of Advanced Manufacturing Technology 88 (9–12): 3371–3387. doi:10.1007/s00170-016-9034-1.
  • Zhou, J., and X. Yao. 2017c. “Hybrid Teaching-Learning-Based Optimization of Correlation-Aware Service Composition in Cloud Manufacturing.” The International Journal of Advanced Manufacturing Technology 91 (9–12): 3515–3533. doi:10.1007/s00170-017-0008-8.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.